Data scientist & SW engineer
- Analyzing data obtained from airplanes and helicopters (mostly from engines)
- Applying various statistical models and machine learning algorithms to improve performances and reduce costs
- Optimizing maintenance policies
-Data Preprocessing
- EDA (Exploratory Data Analysis)
- Data Visualization
- Outlier and anomaly detection
- Multi-variate time series analysis
- Regression
- Classification
- Deep Neural Network
- Health indicator development
-Prognostics and Health Monitoring (PHM)
- Maintenance policy evaluations with
Discrete Event Simulation (DES)
- Maintenance scheduling optimization
Senior Engineer
-User context data mining using smartphones and
Bluetooth Low Energy (BLE) beacons
- Application transparent video streaming acceleration
Ph. D. and Master Student
- Linear Programming-based traffic optimization
in a large-scale data center network
- Fuzzy logic-based network resource
optimization and scheduling
- Ontology-based knowledge representation and inference
- Comprehensive information model and architecture for IoT context data management
